Overview

Dataset Statistics

Number of Variables 47
Number of Rows 17576
Missing Cells 21365
Missing Cells (%) 2.6%
Duplicate Rows 0
Duplicate Rows (%) 0.0%
Total Size in Memory 3.3 MB
Average Row Size in Memory 196.0 B
Variable Types
  • DateTime: 2
  • Numerical: 36
  • Categorical: 9

Dataset Insights

fresh_snow_12h:cm and fresh_snow_6h:cm have similar distributions Similar Distribution
fresh_snow_12h:cm and snow_depth:cm have similar distributions Similar Distribution
fresh_snow_1h:cm and fresh_snow_3h:cm have similar distributions Similar Distribution
fresh_snow_1h:cm and fresh_snow_6h:cm have similar distributions Similar Distribution
fresh_snow_1h:cm and precip_5min:mm have similar distributions Similar Distribution
fresh_snow_1h:cm and prob_rime:p have similar distributions Similar Distribution
fresh_snow_1h:cm and snow_melt_10min:mm have similar distributions Similar Distribution
fresh_snow_3h:cm and fresh_snow_6h:cm have similar distributions Similar Distribution
fresh_snow_3h:cm and precip_5min:mm have similar distributions Similar Distribution
fresh_snow_3h:cm and prob_rime:p have similar distributions Similar Distribution
fresh_snow_3h:cm and snow_melt_10min:mm have similar distributions Similar Distribution
fresh_snow_6h:cm and snow_depth:cm have similar distributions Similar Distribution
msl_pressure:hPa and sfc_pressure:hPa have similar distributions Similar Distribution
precip_5min:mm and prob_rime:p have similar distributions Similar Distribution
precip_5min:mm and snow_melt_10min:mm have similar distributions Similar Distribution
prob_rime:p and snow_melt_10min:mm have similar distributions Similar Distribution
ceiling_height_agl:m has 3689 (20.99%) missing values Missing
cloud_base_agl:m has 1963 (11.17%) missing values Missing
snow_density:kgm3 has 15713 (89.4%) missing values Missing
clear_sky_energy_1h:J is skewed Skewed
clear_sky_rad:W is skewed Skewed
cloud_base_agl:m is skewed Skewed
diffuse_rad:W is skewed Skewed
diffuse_rad_1h:J is skewed Skewed
direct_rad:W is skewed Skewed
direct_rad_1h:J is skewed Skewed
effective_cloud_cover:p is skewed Skewed
fresh_snow_12h:cm is skewed Skewed
fresh_snow_1h:cm is skewed Skewed
fresh_snow_24h:cm is skewed Skewed
fresh_snow_3h:cm is skewed Skewed
fresh_snow_6h:cm is skewed Skewed
precip_5min:mm is skewed Skewed
prob_rime:p is skewed Skewed
snow_depth:cm is skewed Skewed
snow_melt_10min:mm is skewed Skewed
snow_water:kgm2 is skewed Skewed
super_cooled_liquid_water:kgm2 is skewed Skewed
total_cloud_cover:p is skewed Skewed
elevation:m has constant value "7.0" Constant
snow_density:kgm3 has constant value "250.0" Constant
snow_drift:idx has constant value "0.0" Constant
elevation:m has constant length 3 Constant Length
is_day:idx has constant length 3 Constant Length
is_in_shadow:idx has constant length 3 Constant Length
precip_type_5min:idx has constant length 3 Constant Length
snow_density:kgm3 has constant length 5 Constant Length
snow_drift:idx has constant length 3 Constant Length
sun_elevation:d has 11438 (65.08%) negatives Negatives
wind_speed_u_10m:ms has 9516 (54.14%) negatives Negatives
wind_speed_v_10m:ms has 4757 (27.07%) negatives Negatives
clear_sky_energy_1h:J has 10707 (60.92%) zeros Zeros
clear_sky_rad:W has 11440 (65.09%) zeros Zeros
diffuse_rad:W has 11442 (65.1%) zeros Zeros
diffuse_rad_1h:J has 10707 (60.92%) zeros Zeros
direct_rad:W has 12760 (72.6%) zeros Zeros
direct_rad_1h:J has 11932 (67.89%) zeros Zeros
effective_cloud_cover:p has 969 (5.51%) zeros Zeros
fresh_snow_12h:cm has 14916 (84.87%) zeros Zeros
fresh_snow_1h:cm has 16852 (95.88%) zeros Zeros
fresh_snow_24h:cm has 13820 (78.63%) zeros Zeros
fresh_snow_3h:cm has 16328 (92.9%) zeros Zeros
fresh_snow_6h:cm has 15726 (89.47%) zeros Zeros
precip_5min:mm has 16799 (95.58%) zeros Zeros
prob_rime:p has 17407 (99.04%) zeros Zeros
snow_depth:cm has 15713 (89.4%) zeros Zeros
snow_melt_10min:mm has 17253 (98.16%) zeros Zeros
snow_water:kgm2 has 12396 (70.53%) zeros Zeros
super_cooled_liquid_water:kgm2 has 14267 (81.17%) zeros Zeros
total_cloud_cover:p has 966 (5.5%) zeros Zeros
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
  • 7

Variables


date_calc

datetime

Distinct Count 184.2588
Approximate Unique (%) 1.0%
Missing 0
Missing (%) 0.0%
Memory Size 137.4 KB
Minimum 2022-10-27 07:00:18
Maximum 2023-04-29 07:00:05

date_forecast

datetime

Distinct Count 17571.4878
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Memory Size 137.4 KB
Minimum 2022-10-28 22:00:00
Maximum 2023-04-30 23:45:00

absolute_humidity_2m:gm3

numerical

Approximate Distinct Count 79
Approximate Unique (%) 0.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 4.0931
Minimum 1
Maximum 8.8
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • absolute_humidity_2m:gm3 is skewed right (γ1 = 0.38600000739097595)

Quantile Statistics

Minimum 1
5-th Percentile 1.8
Q1 3
Median 3.9
Q3 5.1
95-th Percentile 6.9
Maximum 8.8
Range 7.8
IQR 2.1

Descriptive Statistics

Mean 4.0931
Standard Deviation 1.5134658
Variance 2.2906
Sum 71941.1953
Skewness 0.386
Kurtosis -0.323
Coefficient of Variation 0.3698
  • absolute_humidity_2m:gm3 has 68 outliers

air_density_2m:kgm3

numerical

Approximate Distinct Count 160
Approximate Unique (%) 0.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 1.2805
Minimum 1.21
Maximum 1.37
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • air_density_2m:kgm3 is skewed right (γ1 = 0.37209999561309814)

Quantile Statistics

Minimum 1.21
5-th Percentile 1.233
Q1 1.261
Median 1.278
Q3 1.299
95-th Percentile 1.334
Maximum 1.37
Range 0.16
IQR 0.038

Descriptive Statistics

Mean 1.2805
Standard Deviation 0.029161429
Variance 0.00085039
Sum 22505.5879
Skewness 0.3721
Kurtosis 0.07353
Coefficient of Variation 0.02277
  • air_density_2m:kgm3 has 191 outliers

ceiling_height_agl:m

numerical

Approximate Distinct Count 11127
Approximate Unique (%) 80.1%
Missing 3689
Missing (%) 21.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 162.7 KB
Mean 3247.0218
Minimum 27.9
Maximum 12316.7002
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • ceiling_height_agl:m is skewed right (γ1 = 0.8550999760627747)

Quantile Statistics

Minimum 27.9
5-th Percentile 85.45
Q1 1180.5
Median 2736.8
Q3 4755
95-th Percentile 8155.6399
Maximum 12316.7002
Range 12288.8002
IQR 3574.5

Descriptive Statistics

Mean 3247.0218
Standard Deviation 2496.4133
Variance 6.2321e+06
Sum 4.5091e+07
Skewness 0.8551
Kurtosis 0.09339
Coefficient of Variation 0.7688
  • ceiling_height_agl:m has 148 outliers

clear_sky_energy_1h:J

numerical

Approximate Distinct Count 6866
Approximate Unique (%) 39.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 237121.1652
Minimum 0
Maximum 2.556e+06
Zeros 10707
Zeros (%) 60.9%
Negatives 0
Negatives (%) 0.0%
  • clear_sky_energy_1h:J is skewed right (γ1 = 2.5250000953674316)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 137469.1562
95-th Percentile 1.5898e+06
Maximum 2.556e+06
Range 2.556e+06
IQR 137469.1562

Descriptive Statistics

Mean 237121.1652
Standard Deviation 517336.88
Variance 2.6764e+11
Sum 4.1676e+09
Skewness 2.525
Kurtosis 5.647
Coefficient of Variation 2.1817
  • clear_sky_energy_1h:J is not normally distributed (p-value 5.720137871092029e-25)
  • clear_sky_energy_1h:J has 3259 outliers

clear_sky_rad:W

numerical

Approximate Distinct Count 3253
Approximate Unique (%) 18.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 65.8667
Minimum 0
Maximum 711.6
Zeros 11440
Zeros (%) 65.1%
Negatives 0
Negatives (%) 0.0%
  • clear_sky_rad:W is skewed right (γ1 = 2.524199962615967)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 37.4
95-th Percentile 442.75
Maximum 711.6
Range 711.6
IQR 37.4

Descriptive Statistics

Mean 65.8667
Standard Deviation 144.16104
Variance 20782.4058
Sum 1.1577e+06
Skewness 2.5242
Kurtosis 5.6394
Coefficient of Variation 2.1887
  • clear_sky_rad:W is not normally distributed (p-value 5.728736019499772e-25)
  • clear_sky_rad:W has 3287 outliers

cloud_base_agl:m

numerical

Approximate Distinct Count 11438
Approximate Unique (%) 73.3%
Missing 1963
Missing (%) 11.2%
Infinite 0
Infinite (%) 0.0%
Memory Size 183.0 KB
Mean 1585.4695
Minimum 27.8
Maximum 10814.5
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • cloud_base_agl:m is skewed right (γ1 = 2.120800018310547)

Quantile Statistics

Minimum 27.8
5-th Percentile 62.3
Q1 499.5
Median 940.1
Q3 1927.6
95-th Percentile 5294.4199
Maximum 10814.5
Range 10786.7
IQR 1428.1

Descriptive Statistics

Mean 1585.4695
Standard Deviation 1732.8074
Variance 3.0026e+06
Sum 2.4754e+07
Skewness 2.1208
Kurtosis 4.9124
Coefficient of Variation 1.0929
  • cloud_base_agl:m is not normally distributed (p-value 8.876467808360528e-09)
  • cloud_base_agl:m has 1506 outliers

dew_or_rime:idx

categorical

Approximate Distinct Count 3
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 1.1 MB
  • The largest value (0.0) is over 64.3 times larger than the second largest value (1.0)

Length

Mean 3.0081
Standard Deviation 0.08952
Median 3
Minimum 3
Maximum 4

Sample

1st row 1.0
2nd row 1.0
3rd row 1.0
4th row 1.0
5th row 1.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 142
Decimal Number 35152
  • The top 2 categories (0.0, 1.0) take over 50.0%
  • The largest value (00) is over 41.97 times larger than the second largest value (10)

dew_point_2m:K

numerical

Approximate Distinct Count 275
Approximate Unique (%) 1.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 270.2101
Minimum 254.7
Maximum 282.1
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • dew_point_2m:K is skewed left (γ1 = -0.2930999994277954)

Quantile Statistics

Minimum 254.7
5-th Percentile 260.6
Q1 266.8
Median 270.4
Q3 273.9
95-th Percentile 278.4
Maximum 282.1
Range 27.4
IQR 7.1

Descriptive Statistics

Mean 270.2101
Standard Deviation 5.237202
Variance 27.4283
Sum 4.7492e+06
Skewness -0.2931
Kurtosis -0.3497
Coefficient of Variation 0.01938
  • dew_point_2m:K has 87 outliers

diffuse_rad:W

numerical

Approximate Distinct Count 1791
Approximate Unique (%) 10.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 22.8297
Minimum 0
Maximum 300.4
Zeros 11442
Zeros (%) 65.1%
Negatives 0
Negatives (%) 0.0%
  • diffuse_rad:W is skewed right (γ1 = 2.496500015258789)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 22.9
95-th Percentile 126.8
Maximum 300.4
Range 300.4
IQR 22.9

Descriptive Statistics

Mean 22.8297
Standard Deviation 45.787647
Variance 2096.5086
Sum 401255.5625
Skewness 2.4965
Kurtosis 6.4375
Coefficient of Variation 2.0056
  • diffuse_rad:W is not normally distributed (p-value 5.923005291371681e-25)
  • diffuse_rad:W has 2817 outliers

diffuse_rad_1h:J

numerical

Approximate Distinct Count 6863
Approximate Unique (%) 39.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 82187.1934
Minimum 0
Maximum 1.0607e+06
Zeros 10707
Zeros (%) 60.9%
Negatives 0
Negatives (%) 0.0%
  • diffuse_rad_1h:J is skewed right (γ1 = 2.4869000911712646)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 80156.873
95-th Percentile 457641.5312
Maximum 1.0607e+06
Range 1.0607e+06
IQR 80156.873

Descriptive Statistics

Mean 82187.1934
Standard Deviation 162630.62
Variance 2.6449e+10
Sum 1.4445e+09
Skewness 2.4869
Kurtosis 6.3526
Coefficient of Variation 1.9788
  • diffuse_rad_1h:J is not normally distributed (p-value 6.890191346422441e-25)
  • diffuse_rad_1h:J has 2839 outliers

direct_rad:W

numerical

Approximate Distinct Count 1987
Approximate Unique (%) 11.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 25.7298
Minimum 0
Maximum 530.4
Zeros 12760
Zeros (%) 72.6%
Negatives 0
Negatives (%) 0.0%
  • direct_rad:W is skewed right (γ1 = 3.9265999794006348)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0.8
95-th Percentile 182.65
Maximum 530.4
Range 530.4
IQR 0.8

Descriptive Statistics

Mean 25.7298
Standard Deviation 79.09142
Variance 6255.4532
Sum 452226.1875
Skewness 3.9266
Kurtosis 15.6943
Coefficient of Variation 3.0739
  • direct_rad:W is not normally distributed (p-value 4.780528515985184e-25)
  • direct_rad:W has 4161 outliers

direct_rad_1h:J

numerical

Approximate Distinct Count 5550
Approximate Unique (%) 31.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 92627.0878
Minimum 0
Maximum 1.8931e+06
Zeros 11932
Zeros (%) 67.9%
Negatives 0
Negatives (%) 0.0%
  • direct_rad_1h:J is skewed right (γ1 = 3.924299955368042)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 10740.9497
95-th Percentile 639558.5625
Maximum 1.8931e+06
Range 1.8931e+06
IQR 10740.9497

Descriptive Statistics

Mean 92627.0878
Standard Deviation 281189.62
Variance 7.9068e+10
Sum 1.628e+09
Skewness 3.9243
Kurtosis 15.6998
Coefficient of Variation 3.0357
  • direct_rad_1h:J is not normally distributed (p-value 4.916395143891057e-25)
  • direct_rad_1h:J has 3759 outliers

effective_cloud_cover:p

numerical

Approximate Distinct Count 1001
Approximate Unique (%) 5.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 68.356
Minimum 0
Maximum 100
Zeros 969
Zeros (%) 5.5%
Negatives 0
Negatives (%) 0.0%
  • effective_cloud_cover:p is skewed left (γ1 = -0.7773000001907349)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 42.8
Median 84.3
Q3 99.8
95-th Percentile 100
Maximum 100
Range 100
IQR 57

Descriptive Statistics

Mean 68.356
Standard Deviation 35.471508
Variance 1258.2279
Sum 1.2014e+06
Skewness -0.7773
Kurtosis -0.8678
Coefficient of Variation 0.5189
  • effective_cloud_cover:p is not normally distributed (p-value 6.929983440964585e-24)

elevation:m

categorical

Approximate Distinct Count 1
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 1.1 MB

Length

Mean 3
Standard Deviation 0
Median 3
Minimum 3
Maximum 3

Sample

1st row 7.0
2nd row 7.0
3rd row 7.0
4th row 7.0
5th row 7.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 35152
  • elevation:m has words of constant length

fresh_snow_12h:cm

numerical

Approximate Distinct Count 75
Approximate Unique (%) 0.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 0.2868
Minimum 0
Maximum 9.5
Zeros 14916
Zeros (%) 84.9%
Negatives 0
Negatives (%) 0.0%
  • fresh_snow_12h:cm is skewed right (γ1 = 4.572199821472168)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 2.225
Maximum 9.5
Range 9.5
IQR 0

Descriptive Statistics

Mean 0.2868
Standard Deviation 0.94168395
Variance 0.8868
Sum 5041.6001
Skewness 4.5722
Kurtosis 25.6431
Coefficient of Variation 3.2829
  • fresh_snow_12h:cm is not normally distributed (p-value 4.537023888202974e-25)
  • fresh_snow_12h:cm has 2660 outliers

fresh_snow_1h:cm

numerical

Approximate Distinct Count 20
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 0.02359
Minimum 0
Maximum 3.5
Zeros 16852
Zeros (%) 95.9%
Negatives 0
Negatives (%) 0.0%
  • fresh_snow_1h:cm is skewed right (γ1 = 9.3302001953125)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 0
Maximum 3.5
Range 3.5
IQR 0

Descriptive Statistics

Mean 0.02359
Standard Deviation 0.1428117
Variance 0.0204
Sum 414.7
Skewness 9.3302
Kurtosis 121.6718
Coefficient of Variation 6.0527
  • fresh_snow_1h:cm is not normally distributed (p-value 4.272773639203288e-25)
  • fresh_snow_1h:cm has 724 outliers

fresh_snow_24h:cm

numerical

Approximate Distinct Count 100
Approximate Unique (%) 0.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 0.5649
Minimum 0
Maximum 12.5
Zeros 13820
Zeros (%) 78.6%
Negatives 0
Negatives (%) 0.0%
  • fresh_snow_24h:cm is skewed right (γ1 = 3.581399917602539)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 4.2
Maximum 12.5
Range 12.5
IQR 0

Descriptive Statistics

Mean 0.5649
Standard Deviation 1.5097284
Variance 2.2793
Sum 9928.5
Skewness 3.5814
Kurtosis 15.3855
Coefficient of Variation 2.6726
  • fresh_snow_24h:cm is not normally distributed (p-value 4.676796935535486e-25)
  • fresh_snow_24h:cm has 3756 outliers

fresh_snow_3h:cm

numerical

Approximate Distinct Count 37
Approximate Unique (%) 0.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 0.07162
Minimum 0
Maximum 4.9
Zeros 16328
Zeros (%) 92.9%
Negatives 0
Negatives (%) 0.0%
  • fresh_snow_3h:cm is skewed right (γ1 = 6.964700222015381)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 0.3
Maximum 4.9
Range 4.9
IQR 0

Descriptive Statistics

Mean 0.07162
Standard Deviation 0.34458578
Variance 0.1187
Sum 1258.8
Skewness 6.9647
Kurtosis 61.1439
Coefficient of Variation 4.8113
  • fresh_snow_3h:cm is not normally distributed (p-value 4.284499272123782e-25)
  • fresh_snow_3h:cm has 1248 outliers

fresh_snow_6h:cm

numerical

Approximate Distinct Count 50
Approximate Unique (%) 0.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 0.1434
Minimum 0
Maximum 7.4
Zeros 15726
Zeros (%) 89.5%
Negatives 0
Negatives (%) 0.0%
  • fresh_snow_6h:cm is skewed right (γ1 = 5.678599834442139)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 0.8
Maximum 7.4
Range 7.4
IQR 0

Descriptive Statistics

Mean 0.1434
Standard Deviation 0.57310575
Variance 0.3285
Sum 2520.3
Skewness 5.6786
Kurtosis 40.4016
Coefficient of Variation 3.9967
  • fresh_snow_6h:cm is not normally distributed (p-value 4.379733556975042e-25)
  • fresh_snow_6h:cm has 1850 outliers

is_day:idx

categorical

Approximate Distinct Count 2
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 1.1 MB
  • The largest value (0.0) is over 1.86 times larger than the second largest value (1.0)

Length

Mean 3
Standard Deviation 0
Median 3
Minimum 3
Maximum 3

Sample

1st row 0.0
2nd row 0.0
3rd row 0.0
4th row 0.0
5th row 0.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 35152
  • The top 2 categories (0.0, 1.0) take over 50.0%
  • The largest value (00) is over 1.86 times larger than the second largest value (10)
  • is_day:idx has words of constant length

is_in_shadow:idx

categorical

Approximate Distinct Count 2
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 1.1 MB
  • The largest value (1.0) is over 2.27 times larger than the second largest value (0.0)

Length

Mean 3
Standard Deviation 0
Median 3
Minimum 3
Maximum 3

Sample

1st row 1.0
2nd row 1.0
3rd row 1.0
4th row 1.0
5th row 1.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 35152
  • The top 2 categories (1.0, 0.0) take over 50.0%
  • The largest value (10) is over 2.27 times larger than the second largest value (00)
  • is_in_shadow:idx has words of constant length

msl_pressure:hPa

numerical

Approximate Distinct Count 701
Approximate Unique (%) 4.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 1009.451
Minimum 970.8
Maximum 1041.4
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • msl_pressure:hPa is skewed left (γ1 = -0.10109999775886536)

Quantile Statistics

Minimum 970.8
5-th Percentile 985
Q1 999.2
Median 1009.6
Q3 1019.6
95-th Percentile 1032.925
Maximum 1041.4
Range 70.6
IQR 20.4

Descriptive Statistics

Mean 1009.451
Standard Deviation 14.33559
Variance 205.5092
Sum 1.7742e+07
Skewness -0.1011
Kurtosis -0.5152
Coefficient of Variation 0.0142

precip_5min:mm

numerical

Approximate Distinct Count 23
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 0.004077
Minimum 0
Maximum 0.35
Zeros 16799
Zeros (%) 95.6%
Negatives 0
Negatives (%) 0.0%
  • precip_5min:mm is skewed right (γ1 = 6.8358001708984375)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 0
Maximum 0.35
Range 0.35
IQR 0

Descriptive Statistics

Mean 0.004077
Standard Deviation 0.0214231
Variance 0.00045895
Sum 71.66
Skewness 6.8358
Kurtosis 59.5229
Coefficient of Variation 5.2544
  • precip_5min:mm is not normally distributed (p-value 4.274707979389185e-25)
  • precip_5min:mm has 777 outliers

precip_type_5min:idx

categorical

Approximate Distinct Count 4
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 1.1 MB
  • The largest value (0.0) is over 39.43 times larger than the second largest value (1.0)

Length

Mean 3
Standard Deviation 0
Median 3
Minimum 3
Maximum 3

Sample

1st row 0.0
2nd row 0.0
3rd row 0.0
4th row 0.0
5th row 0.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 35152
  • The top 2 categories (0.0, 1.0) take over 50.0%
  • The largest value (00) is over 39.43 times larger than the second largest value (10)
  • precip_type_5min:idx has words of constant length

pressure_100m:hPa

numerical

Approximate Distinct Count 694
Approximate Unique (%) 3.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 996.1952
Minimum 958.2
Maximum 1028
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • pressure_100m:hPa is skewed left (γ1 = -0.09120000153779984)

Quantile Statistics

Minimum 958.2
5-th Percentile 972.1
Q1 986.1
Median 996.3
Q3 1006.2
95-th Percentile 1019.4
Maximum 1028
Range 69.8
IQR 20.1

Descriptive Statistics

Mean 996.1952
Standard Deviation 14.188456
Variance 201.3123
Sum 1.7509e+07
Skewness -0.09115
Kurtosis -0.5166
Coefficient of Variation 0.01424

pressure_50m:hPa

numerical

Approximate Distinct Count 698
Approximate Unique (%) 4.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 1002.4417
Minimum 964.1
Maximum 1034.4
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • pressure_50m:hPa is skewed left (γ1 = -0.09570000320672989)

Quantile Statistics

Minimum 964.1
5-th Percentile 978.2
Q1 992.2
Median 1002.6
Q3 1012.5
95-th Percentile 1025.8
Maximum 1034.4
Range 70.3
IQR 20.3

Descriptive Statistics

Mean 1002.4417
Standard Deviation 14.26149
Variance 203.3901
Sum 1.7619e+07
Skewness -0.09568
Kurtosis -0.5147
Coefficient of Variation 0.01423

prob_rime:p

numerical

Approximate Distinct Count 127
Approximate Unique (%) 0.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 0.1853
Minimum 0
Maximum 86.3
Zeros 17407
Zeros (%) 99.0%
Negatives 0
Negatives (%) 0.0%
  • prob_rime:p is skewed right (γ1 = 19.44849967956543)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 0
Maximum 86.3
Range 86.3
IQR 0

Descriptive Statistics

Mean 0.1853
Standard Deviation 2.695193
Variance 7.2641
Sum 3257.0999
Skewness 19.4485
Kurtosis 442.7184
Coefficient of Variation 14.5438
  • prob_rime:p is not normally distributed (p-value 4.226893906661545e-25)

rain_water:kgm2

categorical

Approximate Distinct Count 5
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 1.1 MB
  • The largest value (0.0) is over 48.16 times larger than the second largest value (0.10000000149011612)

Length

Mean 3.3928
Standard Deviation 2.4747
Median 3
Minimum 3
Maximum 19

Sample

1st row 0.0
2nd row 0.1000000014901161...
3rd row 0.1000000014901161...
4th row 0.1000000014901161...
5th row 0.1000000014901161...

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 42056
  • The top 2 categories (0.0, 0.10000000149011612) take over 50.0%
  • The largest value (00) is over 48.16 times larger than the second largest value (010000000149011612)

relative_humidity_1000hPa:p

numerical

Approximate Distinct Count 752
Approximate Unique (%) 4.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 72.6302
Minimum 21.5
Maximum 100
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • relative_humidity_1000hPa:p is skewed left (γ1 = -0.6348000168800354)

Quantile Statistics

Minimum 21.5
5-th Percentile 47.9
Q1 63.1
Median 74.7
Q3 83.4
95-th Percentile 92.2
Maximum 100
Range 78.5
IQR 20.3

Descriptive Statistics

Mean 72.6302
Standard Deviation 13.997347
Variance 195.9257
Sum 1.2765e+06
Skewness -0.6348
Kurtosis 0.1695
Coefficient of Variation 0.1927
  • relative_humidity_1000hPa:p is not normally distributed (p-value 2.2439973115743703e-09)
  • relative_humidity_1000hPa:p has 167 outliers

sfc_pressure:hPa

numerical

Approximate Distinct Count 700
Approximate Unique (%) 4.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 1008.7167
Minimum 970
Maximum 1040.8
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • sfc_pressure:hPa is skewed left (γ1 = -0.10000000149011612)

Quantile Statistics

Minimum 970
5-th Percentile 984.3
Q1 998.5
Median 1008.9
Q3 1018.8
95-th Percentile 1032.2
Maximum 1040.8
Range 70.8
IQR 20.3

Descriptive Statistics

Mean 1008.7167
Standard Deviation 14.336664
Variance 205.5399
Sum 1.7729e+07
Skewness -0.09998
Kurtosis -0.5132
Coefficient of Variation 0.01421

snow_density:kgm3

categorical

Approximate Distinct Count 1
Approximate Unique (%) 0.1%
Missing 15713
Missing (%) 89.4%
Memory Size 127.4 KB

Length

Mean 5
Standard Deviation 0
Median 5
Minimum 5
Maximum 5

Sample

1st row 250.0
2nd row 250.0
3rd row 250.0
4th row 250.0
5th row 250.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 7452
  • snow_density:kgm3 has words of constant length

snow_depth:cm

numerical

Approximate Distinct Count 50
Approximate Unique (%) 0.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 0.2208
Minimum 0
Maximum 4.9
Zeros 15713
Zeros (%) 89.4%
Negatives 0
Negatives (%) 0.0%
  • snow_depth:cm is skewed right (γ1 = 3.8592000007629395)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 1.5
Maximum 4.9
Range 4.9
IQR 0

Descriptive Statistics

Mean 0.2208
Standard Deviation 0.7559706
Variance 0.5715
Sum 3881.2998
Skewness 3.8592
Kurtosis 14.8679
Coefficient of Variation 3.4233
  • snow_depth:cm is not normally distributed (p-value 4.3127601469885505e-25)
  • snow_depth:cm has 1863 outliers

snow_drift:idx

categorical

Approximate Distinct Count 1
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 1.1 MB

Length

Mean 3
Standard Deviation 0
Median 3
Minimum 3
Maximum 3

Sample

1st row 0.0
2nd row 0.0
3rd row 0.0
4th row 0.0
5th row 0.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 35152
  • snow_drift:idx has words of constant length

snow_melt_10min:mm

numerical

Approximate Distinct Count 14
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 0.00057294
Minimum 0
Maximum 0.13
Zeros 17253
Zeros (%) 98.2%
Negatives 0
Negatives (%) 0.0%
  • snow_melt_10min:mm is skewed right (γ1 = 13.756600379943848)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 0
Maximum 0.13
Range 0.13
IQR 0

Descriptive Statistics

Mean 0.00057294
Standard Deviation 0.0052787475
Variance 2.7865e-05
Sum 10.07
Skewness 13.7566
Kurtosis 243.3177
Coefficient of Variation 9.2134
  • snow_melt_10min:mm is not normally distributed (p-value 4.244446541162689e-25)

snow_water:kgm2

numerical

Approximate Distinct Count 25
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 0.07703
Minimum 0
Maximum 3.2
Zeros 12396
Zeros (%) 70.5%
Negatives 0
Negatives (%) 0.0%
  • snow_water:kgm2 is skewed right (γ1 = 4.686999797821045)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0.1
95-th Percentile 0.4
Maximum 3.2
Range 3.2
IQR 0.1

Descriptive Statistics

Mean 0.07703
Standard Deviation 0.1896523
Variance 0.03597
Sum 1353.9001
Skewness 4.687
Kurtosis 32.2589
Coefficient of Variation 2.462
  • snow_water:kgm2 is not normally distributed (p-value 4.8793635951362306e-24)
  • snow_water:kgm2 has 1703 outliers

sun_azimuth:d

numerical

Approximate Distinct Count 17092
Approximate Unique (%) 97.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 179.678
Minimum 0.014
Maximum 359.992
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • sun_azimuth:d is skewed right (γ1 = 0.0007999999797903001)

Quantile Statistics

Minimum 0.014
5-th Percentile 21.575
Q1 94.67
Median 179.5115
Q3 264.5707
95-th Percentile 337.8548
Maximum 359.992
Range 359.978
IQR 169.9007

Descriptive Statistics

Mean 179.678
Standard Deviation 100.144035
Variance 10028.8278
Sum 3.158e+06
Skewness 0.00082909
Kurtosis -1.1523
Coefficient of Variation 0.5574

sun_elevation:d

numerical

Approximate Distinct Count 15655
Approximate Unique (%) 89.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean -10.6924
Minimum -50.004
Maximum 41.195
Zeros 1
Zeros (%) 0.0%
Negatives 11438
Negatives (%) 65.1%
  • sun_elevation:d is skewed right (γ1 = 0.07940000295639038)

Quantile Statistics

Minimum -50.004
5-th Percentile -45.3992
Q1 -28.2108
Median -9.93
Q3 4.4882
95-th Percentile 26.4305
Maximum 41.195
Range 91.199
IQR 32.699

Descriptive Statistics

Mean -10.6924
Standard Deviation 21.688723
Variance 470.4007
Sum -187929.2969
Skewness 0.07944
Kurtosis -0.7837
Coefficient of Variation -2.0284

super_cooled_liquid_water:kgm2

numerical

Approximate Distinct Count 10
Approximate Unique (%) 0.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 0.03256
Minimum 0
Maximum 0.9
Zeros 14267
Zeros (%) 81.2%
Negatives 0
Negatives (%) 0.0%
  • super_cooled_liquid_water:kgm2 is skewed right (γ1 = 3.221299886703491)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0
Q3 0
95-th Percentile 0.2
Maximum 0.9
Range 0.9
IQR 0

Descriptive Statistics

Mean 0.03256
Standard Deviation 0.08165138
Variance 0.006667
Sum 572.2
Skewness 3.2213
Kurtosis 12.3945
Coefficient of Variation 2.508
  • super_cooled_liquid_water:kgm2 is not normally distributed (p-value 1.2470028274190427e-24)
  • super_cooled_liquid_water:kgm2 has 3309 outliers

t_1000hPa:K

numerical

Approximate Distinct Count 263
Approximate Unique (%) 1.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 274.7232
Minimum 259.7
Maximum 285.9
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • t_1000hPa:K is skewed left (γ1 = -0.22679999470710754)

Quantile Statistics

Minimum 259.7
5-th Percentile 266.7
Q1 271.8
Median 274.7
Q3 277.8
95-th Percentile 282.3
Maximum 285.9
Range 26.2
IQR 6

Descriptive Statistics

Mean 274.7232
Standard Deviation 4.638471
Variance 21.5154
Sum 4.8285e+06
Skewness -0.2268
Kurtosis 0.0131
Coefficient of Variation 0.01688
  • t_1000hPa:K is not normally distributed (p-value 0.00022659329480164791)
  • t_1000hPa:K has 178 outliers

total_cloud_cover:p

numerical

Approximate Distinct Count 997
Approximate Unique (%) 5.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 73.7686
Minimum 0
Maximum 100
Zeros 966
Zeros (%) 5.5%
Negatives 0
Negatives (%) 0.0%
  • total_cloud_cover:p is skewed left (γ1 = -1.055899977684021)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 49.075
Median 97.1
Q3 100
95-th Percentile 100
Maximum 100
Range 100
IQR 50.925

Descriptive Statistics

Mean 73.7686
Standard Deviation 35.80465
Variance 1281.9729
Sum 1.2966e+06
Skewness -1.0559
Kurtosis -0.4799
Coefficient of Variation 0.4854
  • total_cloud_cover:p is not normally distributed (p-value 1.8868751333180967e-24)

visibility:m

numerical

Approximate Distinct Count 17283
Approximate Unique (%) 98.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 34074.8439
Minimum 201.3
Maximum 69058.2969
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • visibility:m is skewed left (γ1 = -0.1177000030875206)

Quantile Statistics

Minimum 201.3
5-th Percentile 5750
Q1 20174.1245
Median 35450.3008
Q3 48549.625
95-th Percentile 60059.999
Maximum 69058.2969
Range 68856.9969
IQR 28375.5005

Descriptive Statistics

Mean 34074.8439
Standard Deviation 17252.941
Variance 2.9766e+08
Sum 5.989e+08
Skewness -0.1177
Kurtosis -1.0898
Coefficient of Variation 0.5063

wind_speed_10m:ms

numerical

Approximate Distinct Count 104
Approximate Unique (%) 0.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 3.1873
Minimum 0.1
Maximum 10.5
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • wind_speed_10m:ms is skewed right (γ1 = 0.7531999945640564)

Quantile Statistics

Minimum 0.1
5-th Percentile 0.9
Q1 1.7
Median 2.9
Q3 4.3
95-th Percentile 6.6
Maximum 10.5
Range 10.4
IQR 2.6

Descriptive Statistics

Mean 3.1873
Standard Deviation 1.7932281
Variance 3.2157
Sum 56020.5
Skewness 0.7532
Kurtosis 0.192
Coefficient of Variation 0.5626
  • wind_speed_10m:ms is not normally distributed (p-value 0.006812822335827863)
  • wind_speed_10m:ms has 167 outliers

wind_speed_u_10m:ms

numerical

Approximate Distinct Count 174
Approximate Unique (%) 1.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean -0.01635
Minimum -7.2
Maximum 10.1
Zeros 210
Zeros (%) 1.2%
Negatives 9516
Negatives (%) 54.1%
  • wind_speed_u_10m:ms is skewed right (γ1 = 0.5737000107765198)

Quantile Statistics

Minimum -7.2
5-th Percentile -4.3
Q1 -2.2
Median -0.3
Q3 1.6
95-th Percentile 5.9
Maximum 10.1
Range 17.3
IQR 3.8

Descriptive Statistics

Mean -0.01635
Standard Deviation 3.0673869
Variance 9.4089
Sum -287.3995
Skewness 0.5737
Kurtosis -0.09364
Coefficient of Variation -187.5869
  • wind_speed_u_10m:ms has 268 outliers

wind_speed_v_10m:ms

numerical

Approximate Distinct Count 122
Approximate Unique (%) 0.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 206.0 KB
Mean 0.9226
Minimum -5.3
Maximum 6.8
Zeros 300
Zeros (%) 1.7%
Negatives 4757
Negatives (%) 27.1%
  • wind_speed_v_10m:ms is skewed left (γ1 = -0.08100000023841858)

Quantile Statistics

Minimum -5.3
5-th Percentile -2.1
Q1 -0.2
Median 1
Q3 2
95-th Percentile 3.8
Maximum 6.8
Range 12.1
IQR 2.2

Descriptive Statistics

Mean 0.9226
Standard Deviation 1.7654892
Variance 3.117
Sum 16216.0996
Skewness -0.08099
Kurtosis 0.2359
Coefficient of Variation 1.9135
  • wind_speed_v_10m:ms is not normally distributed (p-value 0.0034400917207917047)
  • wind_speed_v_10m:ms has 263 outliers

wind_speed_w_1000hPa:ms

categorical

Approximate Distinct Count 2
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 1.2 MB
  • The largest value (-0.0) is over 2.89 times larger than the second largest value (0.0)

Length

Mean 3.7432
Standard Deviation 0.4369
Median 4
Minimum 3
Maximum 4

Sample

1st row -0.0
2nd row -0.0
3rd row -0.0
4th row -0.0
5th row -0.0

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 13062
Decimal Number 35152
  • The top 2 categories (-0.0, 0.0) take over 50.0%

Interactions

Correlations

Missing Values